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researcher

M. Risser

15 papers hereh-index 251.9k citations83 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author8
  • middle author5
  • last author1

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.AP6
  • stat.ME3
  • stat.ML3
  • cs.LG1
  • physics.data-an1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedNonstationary Bayesian modeling for a large data set of derived surface temperature return values

2 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing stat.MEShow all

3 papers · 1 filter

stat.ME2024

Spatial scale-aware tail dependence modeling for high-dimensional spatial extremes

Muyang Shi, Likun Zhang, Mark D. Risser +1

Extreme events over large spatial domains may exhibit highly heterogeneous tail dependence characteristics, yet most existing spatial extremes models yield only one dependence clas…

stat.ME2023

A flexible class of priors for orthonormal matrices with basis function-specific structure

Joshua S. North, Mark D. Risser, F. Jay Breidt

Statistical modeling of high-dimensional matrix-valued data motivates the use of a low-rank representation that simultaneously summarizes key characteristics of the data and enable…

stat.ME2020★ 2 cited

Nonstationary Bayesian modeling for a large data set of derived surface temperature return values

Mark Risser

Heat waves resulting from prolonged extreme temperatures pose a significant risk to human health globally. Given the limitations of observations of extreme temperature, climate mod…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.